Overview

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	50000
Missing cells	12476
Missing cells (%)	1.6%
Total size in memory	6.5 MiB
Average record size in memory	136.0 B

Variable types

Numeric	6
Text	10

Alerts

`post_code` has 3836 (7.7%) missing values	Missing
`post_code_prefix` has 3836 (7.7%) missing values	Missing
`country` has 4609 (9.2%) missing values	Missing
`performance_reserved` has 49760 (99.5%) zeros	Zeros

Reproduction

Analysis started	2025-11-02 18:24:40.723325
Analysis finished	2025-11-02 18:24:42.953128
Duration	2.23 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

customer_id
Real number (ℝ)

Distinct	40754
Distinct (%)	81.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1048820.559

Minimum	6
Maximum	1544309
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	6
5-th percentile	105853.95
Q1	691810
median	1276043.5
Q3	1438385
95-th percentile	1517556.2
Maximum	1544309
Range	1544303
Interquartile range (IQR)	746575

Descriptive statistics

Standard deviation	474204.6534
Coefficient of variation (CV)	0.4521313482
Kurtosis	-0.7110024814
Mean	1048820.559
Median Absolute Deviation (MAD)	217922.5
Skewness	-0.8197643988
Sum	5.244102796 × 10¹⁰
Variance	2.248700533 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	14	< 0.1%
1270901	12	< 0.1%
597176	10	< 0.1%
1425887	10	< 0.1%
1419939	9	< 0.1%
1643	9	< 0.1%
99410	9	< 0.1%
63506	9	< 0.1%
907893	8	< 0.1%
1273108	8	< 0.1%
Other values (40744)	49902	99.8%

Value	Count	Frequency (%)
6	14	< 0.1%
20	2	< 0.1%
27	1	< 0.1%
28	1	< 0.1%
36	3	< 0.1%

Value	Count	Frequency (%)
1544309	1	< 0.1%
1544289	1	< 0.1%
1544283	1	< 0.1%
1544209	1	< 0.1%
1544207	1	< 0.1%

post_code
Text

Missing

Distinct	29506
Distinct (%)	63.9%
Missing	3836
Missing (%)	7.7%
Memory size	781.2 KiB

Length

Max length	12
Median length	11
Mean length	7.107313058
Min length	1

Characters and Unicode

Total characters	328102
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20566 ?
Unique (%)	44.5%

Sample

1st row	EH7 6RY
2nd row	EH14 5SX
3rd row	EH10 4BG
4th row	KY13 8RU
5th row	EH9 1EU

Value	Count	Frequency (%)
eh6	1398	1.6%
eh10	1294	1.5%
eh7	1290	1.5%
eh3	1214	1.4%
eh4	1151	1.3%
eh12	946	1.1%
eh9	938	1.1%
eh11	868	1.0%
eh8	848	1.0%
eh16	624	0.7%
Other values (9440)	76540	87.9%

Most occurring characters

Value	Count	Frequency (%)
	40948	12.5%
1	27845	8.5%
E	24316	7.4%
H	22677	6.9%
2	15470	4.7%
4	12458	3.8%
3	12113	3.7%
5	11313	3.4%
6	11120	3.4%
0	10689	3.3%
Other values (63)	139153	42.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	328102	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	40948	12.5%
1	27845	8.5%
E	24316	7.4%
H	22677	6.9%
2	15470	4.7%
4	12458	3.8%
3	12113	3.7%
5	11313	3.4%
6	11120	3.4%
0	10689	3.3%
Other values (63)	139153	42.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	328102	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	40948	12.5%
1	27845	8.5%
E	24316	7.4%
H	22677	6.9%
2	15470	4.7%
4	12458	3.8%
3	12113	3.7%
5	11313	3.4%
6	11120	3.4%
0	10689	3.3%
Other values (63)	139153	42.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	328102	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	40948	12.5%
1	27845	8.5%
E	24316	7.4%
H	22677	6.9%
2	15470	4.7%
4	12458	3.8%
3	12113	3.7%
5	11313	3.4%
6	11120	3.4%
0	10689	3.3%
Other values (63)	139153	42.4%

post_code_prefix
Text

Missing

Distinct	9032
Distinct (%)	19.6%
Missing	3836
Missing (%)	7.7%
Memory size	781.2 KiB

Length

Max length	10
Median length	5
Mean length	5.330647258
Min length	1

Characters and Unicode

Total characters	246084
Distinct characters	70
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3944 ?
Unique (%)	8.5%

Sample

1st row	EH7 6
2nd row	EH14 5
3rd row	EH10 4
4th row	KY13 8
5th row	EH9 1

Value	Count	Frequency (%)
5	5019	5.8%
1	5002	5.7%
6	4315	5.0%
4	4213	4.8%
2	4132	4.7%
9	4067	4.7%
8	4047	4.6%
3	3753	4.3%
7	3606	4.1%
0	2570	3.0%
Other values (5467)	46381	53.2%

Most occurring characters

Value	Count	Frequency (%)
	40943	16.6%
1	27801	11.3%
E	18882	7.7%
H	17423	7.1%
2	15391	6.3%
4	12410	5.0%
3	12047	4.9%
5	11267	4.6%
6	11065	4.5%
0	10638	4.3%
Other values (60)	68217	27.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	246084	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	40943	16.6%
1	27801	11.3%
E	18882	7.7%
H	17423	7.1%
2	15391	6.3%
4	12410	5.0%
3	12047	4.9%
5	11267	4.6%
6	11065	4.5%
0	10638	4.3%
Other values (60)	68217	27.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	246084	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	40943	16.6%
1	27801	11.3%
E	18882	7.7%
H	17423	7.1%
2	15391	6.3%
4	12410	5.0%
3	12047	4.9%
5	11267	4.6%
6	11065	4.5%
0	10638	4.3%
Other values (60)	68217	27.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	246084	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	40943	16.6%
1	27801	11.3%
E	18882	7.7%
H	17423	7.1%
2	15391	6.3%
4	12410	5.0%
3	12047	4.9%
5	11267	4.6%
6	11065	4.5%
0	10638	4.3%
Other values (60)	68217	27.7%

country
Text

Missing

Distinct	82
Distinct (%)	0.2%
Missing	4609
Missing (%)	9.2%
Memory size	781.2 KiB

Length

Max length	36
Median length	14
Mean length	13.54457932
Min length	4

Characters and Unicode

Total characters	614802
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	< 0.1%

Sample

1st row	United Kingdom
2nd row	United Kingdom
3rd row	United Kingdom
4th row	United Kingdom
5th row	United Kingdom

Value	Count	Frequency (%)
united	42476	48.2%
kingdom	39946	45.3%
states	2503	2.8%
australia	484	0.5%
ireland	425	0.5%
germany	323	0.4%
canada	217	0.2%
netherlands	169	0.2%
france	139	0.2%
switzerland	108	0.1%
Other values (89)	1311	1.5%

Most occurring characters

Value	Count	Frequency (%)
n	84408	13.7%
d	83598	13.6%
i	83532	13.6%
t	48478	7.9%
e	47027	7.6%
	42710	6.9%
U	42480	6.9%
m	40459	6.6%
o	40246	6.5%
g	40173	6.5%
Other values (41)	61691	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	614802	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	84408	13.7%
d	83598	13.6%
i	83532	13.6%
t	48478	7.9%
e	47027	7.6%
	42710	6.9%
U	42480	6.9%
m	40459	6.6%
o	40246	6.5%
g	40173	6.5%
Other values (41)	61691	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	614802	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	84408	13.7%
d	83598	13.6%
i	83532	13.6%
t	48478	7.9%
e	47027	7.6%
	42710	6.9%
U	42480	6.9%
m	40459	6.6%
o	40246	6.5%
g	40173	6.5%
Other values (41)	61691	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	614802	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	84408	13.7%
d	83598	13.6%
i	83532	13.6%
t	48478	7.9%
e	47027	7.6%
	42710	6.9%
U	42480	6.9%
m	40459	6.6%
o	40246	6.5%
g	40173	6.5%
Other values (41)	61691	10.0%

transaction_id
Text

Distinct	47310
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	550000
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45067 ?
Unique (%)	90.1%

Sample

1st row	180:4199935
2nd row	180:4239867
3rd row	180:4359566
4th row	180:4671469
5th row	180:4500574

Value	Count	Frequency (%)
180:4086461	9	< 0.1%
180:4136551	7	< 0.1%
180:4089519	6	< 0.1%
180:4060602	6	< 0.1%
180:4051543	6	< 0.1%
180:4058855	6	< 0.1%
180:4153996	5	< 0.1%
180:4123369	5	< 0.1%
180:4097478	5	< 0.1%
180:4461547	5	< 0.1%
Other values (47300)	49940	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	83586	15.2%
0	82639	15.0%
4	82270	15.0%
8	74641	13.6%
:	50000	9.1%
3	32259	5.9%
5	32247	5.9%
2	31994	5.8%
6	30684	5.6%
7	25451	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	550000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	83586	15.2%
0	82639	15.0%
4	82270	15.0%
8	74641	13.6%
:	50000	9.1%
3	32259	5.9%
5	32247	5.9%
2	31994	5.8%
6	30684	5.6%
7	25451	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	550000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	83586	15.2%
0	82639	15.0%
4	82270	15.0%
8	74641	13.6%
:	50000	9.1%
3	32259	5.9%
5	32247	5.9%
2	31994	5.8%
6	30684	5.6%
7	25451	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	550000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	83586	15.2%
0	82639	15.0%
4	82270	15.0%
8	74641	13.6%
:	50000	9.1%
3	32259	5.9%
5	32247	5.9%
2	31994	5.8%
6	30684	5.6%
7	25451	4.6%

no_of_tickets
Real number (ℝ)

Distinct	33
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.14858

Minimum	1
Maximum	60
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	60
Range	59
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.439175253
Coefficient of variation (CV)	0.6698262353
Kurtosis	212.9039128
Mean	2.14858
Median Absolute Deviation (MAD)	1
Skewness	8.282201072
Sum	107429
Variance	2.071225408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2	24066	48.1%
1	14993	30.0%
3	4775	9.6%
4	4041	8.1%
5	954	1.9%
6	636	1.3%
7	184	0.4%
8	135	0.3%
10	68	0.1%
9	43	0.1%
Other values (23)	105	0.2%

Value	Count	Frequency (%)
1	14993	30.0%
2	24066	48.1%
3	4775	9.6%
4	4041	8.1%
5	954	1.9%

Value	Count	Frequency (%)
60	2	< 0.1%
56	1	< 0.1%
43	1	< 0.1%
41	1	< 0.1%
40	1	< 0.1%

performance_date
Text

Distinct	4199
Distinct (%)	8.4%
Missing	32
Missing (%)	0.1%
Memory size	781.2 KiB

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Characters and Unicode

Total characters	799488
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	401 ?
Unique (%)	0.8%

Sample

1st row	18/08/2023 21:40
2nd row	06/08/2023 13:10
3rd row	11/08/2023 15:20
4th row	27/08/2023 21:10
5th row	24/08/2023 13:25

Value	Count	Frequency (%)
19/08/2023	2940	2.9%
12/08/2023	2755	2.8%
26/08/2023	2576	2.6%
18/08/2023	2484	2.5%
08/08/2023	2348	2.3%
25/08/2023	2281	2.3%
07/08/2023	2219	2.2%
17/08/2023	2135	2.1%
11/08/2023	2099	2.1%
20/08/2023	2038	2.0%
Other values (204)	76061	76.1%

Most occurring characters

Value	Count	Frequency (%)
0	171592	21.5%
2	145812	18.2%
/	99936	12.5%
1	74651	9.3%
3	71569	9.0%
8	59229	7.4%
	49968	6.2%
:	49968	6.2%
5	29878	3.7%
4	14936	1.9%
Other values (3)	31949	4.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	799488	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	171592	21.5%
2	145812	18.2%
/	99936	12.5%
1	74651	9.3%
3	71569	9.0%
8	59229	7.4%
	49968	6.2%
:	49968	6.2%
5	29878	3.7%
4	14936	1.9%
Other values (3)	31949	4.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	799488	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	171592	21.5%
2	145812	18.2%
/	99936	12.5%
1	74651	9.3%
3	71569	9.0%
8	59229	7.4%
	49968	6.2%
:	49968	6.2%
5	29878	3.7%
4	14936	1.9%
Other values (3)	31949	4.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	799488	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	171592	21.5%
2	145812	18.2%
/	99936	12.5%
1	74651	9.3%
3	71569	9.0%
8	59229	7.4%
	49968	6.2%
:	49968	6.2%
5	29878	3.7%
4	14936	1.9%
Other values (3)	31949	4.0%

event
Text

Distinct	2832
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Length

Max length	120
Median length	76
Mean length	26.61108
Min length	3

Characters and Unicode

Total characters	1330554
Distinct characters	110
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	318 ?
Unique (%)	0.6%

Sample

1st row	Jazz Emu: You Shouldn't Have
2nd row	Northern Lights A Cappella's 10th B'day Bash: Top of the Bops
3rd row	The Portable Dorothy Parker
4th row	Blues and Burlesque
5th row	Ahir Shah: Ends

Value	Count	Frequency (%)
the	13598	6.0%
of	5183	2.3%
a	3555	1.6%
and	3353	1.5%
in	2345	1.0%
	2253	1.0%
show	2016	0.9%
to	1566	0.7%
musical	1468	0.7%
comedy	1423	0.6%
Other values (5094)	188231	83.7%

Most occurring characters

Value	Count	Frequency (%)
	175279	13.2%
e	112215	8.4%
a	79156	5.9%
o	77446	5.8%
i	69305	5.2%
n	67493	5.1%
r	66443	5.0%
t	59286	4.5%
s	52362	3.9%
l	43882	3.3%
Other values (100)	527687	39.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1330554	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	175279	13.2%
e	112215	8.4%
a	79156	5.9%
o	77446	5.8%
i	69305	5.2%
n	67493	5.1%
r	66443	5.0%
t	59286	4.5%
s	52362	3.9%
l	43882	3.3%
Other values (100)	527687	39.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1330554	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	175279	13.2%
e	112215	8.4%
a	79156	5.9%
o	77446	5.8%
i	69305	5.2%
n	67493	5.1%
r	66443	5.0%
t	59286	4.5%
s	52362	3.9%
l	43882	3.3%
Other values (100)	527687	39.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1330554	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	175279	13.2%
e	112215	8.4%
a	79156	5.9%
o	77446	5.8%
i	69305	5.2%
n	67493	5.1%
r	66443	5.0%
t	59286	4.5%
s	52362	3.9%
l	43882	3.3%
Other values (100)	527687	39.7%

event_type
Text

Distinct	10
Distinct (%)	< 0.1%
Missing	163
Missing (%)	0.3%
Memory size	781.2 KiB

Length

Max length	33
Median length	19
Mean length	10.03037904
Min length	5

Characters and Unicode

Total characters	499884
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Comedy
2nd row	Music
3rd row	Theatre
4th row	Cabaret and Variety
5th row	Comedy

Value	Count	Frequency (%)
comedy	22978	29.3%
theatre	14841	18.9%
and	9238	11.8%
dance	3712	4.7%
physical	3712	4.7%
circus	3712	4.7%
music	3543	4.5%
opera	3096	4.0%
musicals	3096	4.0%
cabaret	2430	3.1%
Other values (7)	8010	10.2%

Most occurring characters

Value	Count	Frequency (%)
e	67225	13.4%
a	44985	9.0%
d	34847	7.0%
C	31299	6.3%
r	29140	5.8%
y	29120	5.8%
	28531	5.7%
o	26113	5.2%
m	22978	4.6%
h	22963	4.6%
Other values (23)	162683	32.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	499884	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	67225	13.4%
a	44985	9.0%
d	34847	7.0%
C	31299	6.3%
r	29140	5.8%
y	29120	5.8%
	28531	5.7%
o	26113	5.2%
m	22978	4.6%
h	22963	4.6%
Other values (23)	162683	32.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	499884	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	67225	13.4%
a	44985	9.0%
d	34847	7.0%
C	31299	6.3%
r	29140	5.8%
y	29120	5.8%
	28531	5.7%
o	26113	5.2%
m	22978	4.6%
h	22963	4.6%
Other values (23)	162683	32.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	499884	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	67225	13.4%
a	44985	9.0%
d	34847	7.0%
C	31299	6.3%
r	29140	5.8%
y	29120	5.8%
	28531	5.7%
o	26113	5.2%
m	22978	4.6%
h	22963	4.6%
Other values (23)	162683	32.5%

performance_reserved
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0048

Minimum	0
Maximum	1
Zeros	49760
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06911624658
Coefficient of variation (CV)	14.39921804
Kurtosis	203.3586118
Mean	0.0048
Median Absolute Deviation (MAD)	0
Skewness	14.33005504
Sum	240
Variance	0.004777055541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	49760	99.5%
1	240	0.5%

Value	Count	Frequency (%)
0	49760	99.5%
1	240	0.5%

Value	Count	Frequency (%)
1	240	0.5%
0	49760	99.5%

venue_server_id
Real number (ℝ)

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.29538

Minimum	1
Maximum	2814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	33
Q3	61
95-th percentile	911
Maximum	2814
Range	2813
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	307.8523001
Coefficient of variation (CV)	2.418409058
Kurtosis	22.18662998
Mean	127.29538
Median Absolute Deviation (MAD)	30
Skewness	4.125703024
Sum	6364769
Variance	94773.03867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
33	10153	20.3%
3	8732	17.5%
1	8143	16.3%
61	5203	10.4%
911	3970	7.9%
14	3595	7.2%
132	3022	6.0%
26	2102	4.2%
88	1994	4.0%
231	1127	2.3%
Other values (9)	1959	3.9%

Value	Count	Frequency (%)
1	8143	16.3%
3	8732	17.5%
14	3595	7.2%
26	2102	4.2%
33	10153	20.3%

Value	Count	Frequency (%)
2814	19	< 0.1%
2542	245	0.5%
1835	48	0.1%
913	205	0.4%
911	3970	7.9%

venue_id
Real number (ℝ)

Distinct	168
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.80724

Minimum	1
Maximum	1357
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	5
Q3	19
95-th percentile	909
Maximum	1357
Range	1356
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	295.2323045
Coefficient of variation (CV)	2.527517168
Kurtosis	7.236850825
Mean	116.80724
Median Absolute Deviation (MAD)	4
Skewness	2.871617042
Sum	5840362
Variance	87162.11361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	17256	34.5%
17	3810	7.6%
2	3422	6.8%
16	2341	4.7%
5	1935	3.9%
4	1793	3.6%
24	1757	3.5%
3	1714	3.4%
6	1687	3.4%
19	1601	3.2%
Other values (158)	12684	25.4%

Value	Count	Frequency (%)
1	17256	34.5%
2	3422	6.8%
3	1714	3.4%
4	1793	3.6%
5	1935	3.9%

Value	Count	Frequency (%)
1357	1	< 0.1%
1353	3	< 0.1%
1350	106	0.2%
1347	7	< 0.1%
1344	4	< 0.1%

venue
Text

Distinct	207
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Length

Max length	49
Median length	40
Mean length	22.09166
Min length	4

Characters and Unicode

Total characters	1104583
Distinct characters	70
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	Pleasance Courtyard
2nd row	theSpace @ Surgeons Hall
3rd row	theSpace @ Surgeons Hall
4th row	The Voodoo Rooms
5th row	Monkey Barrel Comedy

Value	Count	Frequency (%)
pleasance	10153	6.2%
the	10049	6.1%
assembly	8732	5.3%
	8351	5.1%
square	7972	4.9%
courtyard	7339	4.5%
george	5463	3.3%
underbelly	4204	2.6%
comedy	3904	2.4%
gilded	3595	2.2%
Other values (354)	94125	57.4%

Most occurring characters

Value	Count	Frequency (%)
e	136116	12.3%
	115680	10.5%
a	78313	7.1%
r	66948	6.1%
l	64297	5.8%
o	59263	5.4%
s	58855	5.3%
t	45971	4.2%
n	43058	3.9%
u	37382	3.4%
Other values (60)	398700	36.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1104583	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	136116	12.3%
	115680	10.5%
a	78313	7.1%
r	66948	6.1%
l	64297	5.8%
o	59263	5.4%
s	58855	5.3%
t	45971	4.2%
n	43058	3.9%
u	37382	3.4%
Other values (60)	398700	36.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1104583	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	136116	12.3%
	115680	10.5%
a	78313	7.1%
r	66948	6.1%
l	64297	5.8%
o	59263	5.4%
s	58855	5.3%
t	45971	4.2%
n	43058	3.9%
u	37382	3.4%
Other values (60)	398700	36.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1104583	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	136116	12.3%
	115680	10.5%
a	78313	7.1%
r	66948	6.1%
l	64297	5.8%
o	59263	5.4%
s	58855	5.3%
t	45971	4.2%
n	43058	3.9%
u	37382	3.4%
Other values (60)	398700	36.1%

subvenue_id
Real number (ℝ)

Distinct	265
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	210.67234

Minimum	1
Maximum	2068
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	7
median	20
Q3	63
95-th percentile	1600
Maximum	2068
Range	2067
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	481.1061719
Coefficient of variation (CV)	2.283670328
Kurtosis	5.685901756
Mean	210.67234
Median Absolute Deviation (MAD)	18
Skewness	2.637698541
Sum	10533617
Variance	231463.1486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3463	6.9%
5	2299	4.6%
14	2058	4.1%
4	1929	3.9%
3	1842	3.7%
2	1475	2.9%
44	1399	2.8%
11	1357	2.7%
6	1352	2.7%
16	1139	2.3%
Other values (255)	31687	63.4%

Value	Count	Frequency (%)
1	3463	6.9%
2	1475	2.9%
3	1842	3.7%
4	1929	3.9%
5	2299	4.6%

Value	Count	Frequency (%)
2068	1	< 0.1%
2067	2	< 0.1%
2066	1	< 0.1%
2065	1	< 0.1%
2060	1	< 0.1%

subvenue
Text

Distinct	350
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Length

Max length	54
Median length	33
Mean length	11.79734
Min length	3

Characters and Unicode

Total characters	589867
Distinct characters	68
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	Pleasance Two
2nd row	Grand Theatre
3rd row	Grand Theatre
4th row	The Ballroom
5th row	Monkey Barrel 3

Value	Count	Frequency (%)
theatre	6274	6.2%
the	6101	6.1%
hall	5119	5.1%
room	3800	3.8%
studio	2865	2.8%
grand	2764	2.7%
main	2500	2.5%
1	2185	2.2%
monkey	2135	2.1%
barrel	2135	2.1%
Other values (385)	64942	64.4%

Most occurring characters

Value	Count	Frequency (%)
e	68010	11.5%
	52980	9.0%
a	47889	8.1%
r	35625	6.0%
n	34243	5.8%
o	34090	5.8%
t	33470	5.7%
l	28853	4.9%
i	27262	4.6%
h	18023	3.1%
Other values (58)	209422	35.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	589867	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	68010	11.5%
	52980	9.0%
a	47889	8.1%
r	35625	6.0%
n	34243	5.8%
o	34090	5.8%
t	33470	5.7%
l	28853	4.9%
i	27262	4.6%
h	18023	3.1%
Other values (58)	209422	35.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	589867	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	68010	11.5%
	52980	9.0%
a	47889	8.1%
r	35625	6.0%
n	34243	5.8%
o	34090	5.8%
t	33470	5.7%
l	28853	4.9%
i	27262	4.6%
h	18023	3.1%
Other values (58)	209422	35.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	589867	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	68010	11.5%
	52980	9.0%
a	47889	8.1%
r	35625	6.0%
n	34243	5.8%
o	34090	5.8%
t	33470	5.7%
l	28853	4.9%
i	27262	4.6%
h	18023	3.1%
Other values (58)	209422	35.5%

location
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Length

Max length	38
Median length	3
Mean length	3.24272
Min length	3

Characters and Unicode

Total characters	162136
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Web
2nd row	Web
3rd row	Web
4th row	Web
5th row	Web

Value	Count	Frequency (%)
web	48114	95.0%
counters	1038	2.1%
phones	646	1.3%
	207	0.4%
customer	201	0.4%
services	201	0.4%
default	191	0.4%
fringe	10	< 0.1%
central	5	< 0.1%
industry	4	< 0.1%
Other values (9)	17	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	50616	31.2%
W	48114	29.7%
b	48114	29.7%
s	2098	1.3%
o	1890	1.2%
n	1711	1.1%
r	1465	0.9%
t	1446	0.9%
u	1435	0.9%
C	1245	0.8%
Other values (22)	4002	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	162136	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	50616	31.2%
W	48114	29.7%
b	48114	29.7%
s	2098	1.3%
o	1890	1.2%
n	1711	1.1%
r	1465	0.9%
t	1446	0.9%
u	1435	0.9%
C	1245	0.8%
Other values (22)	4002	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	162136	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	50616	31.2%
W	48114	29.7%
b	48114	29.7%
s	2098	1.3%
o	1890	1.2%
n	1711	1.1%
r	1465	0.9%
t	1446	0.9%
u	1435	0.9%
C	1245	0.8%
Other values (22)	4002	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	162136	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	50616	31.2%
W	48114	29.7%
b	48114	29.7%
s	2098	1.3%
o	1890	1.2%
n	1711	1.1%
r	1465	0.9%
t	1446	0.9%
u	1435	0.9%
C	1245	0.8%
Other values (22)	4002	2.5%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks